summ's repositories
2023-doctoral-school
Code used in the 2023 Alert Geomaterials doctoral school on Machine in Geomechanics
diffMPM
Differentiable Material Point Method
difftaichi
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
Fluid-Graph-Network
Code repo for Fluid Graph Network
games201
Advanced Physics Engines 2020: A Hands-on Tutorial
GNN-fracture
Prediction and control of fracture paths in disordered architected materials using graph neural networks
GNS
Graph Network Simulator
MDsim
[TMLR 2023] Training and simulating MD with ML force fields
jax-am
Additive manufacturing simulation with JAX.
jax-md
Differentiable, Hardware Accelerated, Molecular Dynamics
jax-sph
JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework
JAXFLUIDS
Differentiable Fluid Dynamics Package
KAN
Kolmogorov Arnold Networks
mingming-su.github.io
AcadHomepage: A Modern and Responsive Academic Personal Homepage of mine
mlcgmd
[TMLR 2023] Simulate time-integrated coarse-grained MD with multi-scale graph neural networks
NCLaw
[ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics
school_2021
This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".
sumingming
🎓 无需编写任何代码即可轻松创建漂亮的学术网站 Easily create a beautiful academic résumé or educational website using Hugo and GitHub. No code.
tensorgrad
Differentiable Programming Tensor Networks
Thermodynamics-Neural-Networks
Thermodynamics-based Artificial Neural Networks
ThermodynamicsGNN
Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).